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gemma4:12b-fast

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Not Rec.

Nov 13, 2026 · Intel Gen Intel® Core™ i7-12700

qwen/qwen3.6-35b-a3b

LM-STUDIO MLX

qwen3_5_moe · 35B · 6bit

Excellent

Jul 17, 2026 · Apple M5 Max

Global Score
85 vs 87
Hardware Fit
80 vs 90
Quality Score
87 vs 86

Hardware

gemma4:12b-fast qwen/qwen3.6-35b-a3b
MachineASUSMacBook Pro
CPUIntel Gen Intel® Core™ i7-12700Apple M5 Max
Cores2018
RAM30 GB64 GB
GPUAlder Lake-S GT1 [UHD Graphics 770], NVIDIA GeForce RTX 3060Apple M5 Max
OSUbuntu 26.04.1 LTSmacOS 27.0
Archx64arm64
Power Modelow-powerbalanced

Performance

gemma4:12b-fast qwen/qwen3.6-35b-a3b
Tokens/sec75.986.5
First chunk169 ms9 ms
TTFT30.0 s175 ms
Load time8.4 sN/A
Memory usage1.3 GB37.9 GB
Memory %5%59%

HW Fit Score Breakdown

gemma4:12b-fast

Speed
50/50
TTFT
0/20
Memory
30/30

qwen/qwen3.6-35b-a3b

Speed
50/50
TTFT
20/20
Memory
20/30

Quality

gemma4:12b-fast

Reasoning
18/20
Coding
14/20
Instruction
16/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

qwen/qwen3.6-35b-a3b

Reasoning
16/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
View gemma4:12b-fast details | View qwen/qwen3.6-35b-a3b details

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest